{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# OSMnx features demo\n",
    "\n",
    "Author: [Geoff Boeing](https://geoffboeing.com/)\n",
    "\n",
    "Get street networks and other spatial data anywhere in the world from OpenStreetMap then analyze and visualize them.\n",
    "\n",
    "More info:\n",
    "\n",
    "  - [Overview of OSMnx](http://geoffboeing.com/2016/11/osmnx-python-street-networks/)\n",
    "  - [Documentation and install instructions](https://osmnx.readthedocs.io)\n",
    "  - [Examples, demos, tutorials](https://github.com/gboeing/osmnx-examples)\n",
    "  - [Journal article and citation info](http://geoffboeing.com/publications/osmnx-complex-street-networks/)\n",
    "  - [GitHub repo](https://github.com/gboeing/osmnx)\n",
    "  \n",
    "This notebook provides a quick tour of some of OSMnx's key features including how to:\n",
    "\n",
    "  - download/model street networks\n",
    "  - calculate stats\n",
    "  - visualize centrality\n",
    "  - impute speeds/travel times and calculate shortest paths\n",
    "  - attach and visualize elevation data and edge grades\n",
    "  - download/model other infrastructure types\n",
    "  - download points of interest data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1.0.0'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import networkx as nx\n",
    "import osmnx as ox\n",
    "import requests\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "%matplotlib inline\n",
    "ox.config(log_console=True)\n",
    "ox.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Working with street networks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# download/model a street network for some city then visualize it\n",
    "G = ox.graph_from_place('Piedmont, California, USA', network_type='drive')\n",
    "fig, ax = ox.plot_graph(G)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OSMnx geocodes the query \"Piedmont, California, USA\" to retrieve the place boundaries of that city from the Nominatim API, retrieves the drivable street network data within those boundaries from the Overpass API, constructs a graph model, then simplifies/corrects its topology such that nodes represent intersections and dead-ends and edges represent the street segments linking them. All of this is discussed in detail in the documentation and these examples.\n",
    "\n",
    "OSMnx models all networks as NetworkX `MultiDiGraph` objects. You can convert to:\n",
    "  - undirected MultiGraphs\n",
    "  - DiGraphs without (possible) parallel edges\n",
    "  - GeoPandas node/edge GeoDataFrames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert your MultiDiGraph to an undirected MultiGraph\n",
    "M = ox.get_undirected(G)\n",
    "\n",
    "# convert your MultiDiGraph to a DiGraph without parallel edges\n",
    "D = ox.get_digraph(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>y</th>\n",
       "      <th>x</th>\n",
       "      <th>street_count</th>\n",
       "      <th>highway</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>osmid</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>53017091</th>\n",
       "      <td>37.826250</td>\n",
       "      <td>-122.247604</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (-122.24760 37.82625)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53018397</th>\n",
       "      <td>37.824204</td>\n",
       "      <td>-122.247163</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (-122.24716 37.82420)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53018399</th>\n",
       "      <td>37.824911</td>\n",
       "      <td>-122.246072</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (-122.24607 37.82491)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53018402</th>\n",
       "      <td>37.825406</td>\n",
       "      <td>-122.245317</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (-122.24532 37.82541)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53018404</th>\n",
       "      <td>37.825948</td>\n",
       "      <td>-122.244467</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>POINT (-122.24447 37.82595)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  y           x  street_count highway  \\\n",
       "osmid                                                   \n",
       "53017091  37.826250 -122.247604             3     NaN   \n",
       "53018397  37.824204 -122.247163             3     NaN   \n",
       "53018399  37.824911 -122.246072             3     NaN   \n",
       "53018402  37.825406 -122.245317             3     NaN   \n",
       "53018404  37.825948 -122.244467             3     NaN   \n",
       "\n",
       "                             geometry  \n",
       "osmid                                  \n",
       "53017091  POINT (-122.24760 37.82625)  \n",
       "53018397  POINT (-122.24716 37.82420)  \n",
       "53018399  POINT (-122.24607 37.82491)  \n",
       "53018402  POINT (-122.24532 37.82541)  \n",
       "53018404  POINT (-122.24447 37.82595)  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# you can convert your graph to node and edge GeoPandas GeoDataFrames\n",
    "gdf_nodes, gdf_edges = ox.graph_to_gdfs(G)\n",
    "gdf_nodes.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>osmid</th>\n",
       "      <th>name</th>\n",
       "      <th>highway</th>\n",
       "      <th>oneway</th>\n",
       "      <th>length</th>\n",
       "      <th>geometry</th>\n",
       "      <th>lanes</th>\n",
       "      <th>maxspeed</th>\n",
       "      <th>bridge</th>\n",
       "      <th>junction</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>u</th>\n",
       "      <th>v</th>\n",
       "      <th>key</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"2\" valign=\"top\">53017091</th>\n",
       "      <th>53064327</th>\n",
       "      <th>0</th>\n",
       "      <td>6345781</td>\n",
       "      <td>Rose Avenue</td>\n",
       "      <td>residential</td>\n",
       "      <td>False</td>\n",
       "      <td>231.335</td>\n",
       "      <td>LINESTRING (-122.24760 37.82625, -122.24551 37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53075599</th>\n",
       "      <th>0</th>\n",
       "      <td>6345781</td>\n",
       "      <td>Rose Avenue</td>\n",
       "      <td>residential</td>\n",
       "      <td>False</td>\n",
       "      <td>121.114</td>\n",
       "      <td>LINESTRING (-122.24760 37.82625, -122.24770 37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">53018397</th>\n",
       "      <th>53097980</th>\n",
       "      <th>0</th>\n",
       "      <td>196739937</td>\n",
       "      <td>Linda Avenue</td>\n",
       "      <td>tertiary</td>\n",
       "      <td>False</td>\n",
       "      <td>104.138</td>\n",
       "      <td>LINESTRING (-122.24716 37.82420, -122.24777 37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53018399</th>\n",
       "      <th>0</th>\n",
       "      <td>6327298</td>\n",
       "      <td>Lake Avenue</td>\n",
       "      <td>residential</td>\n",
       "      <td>False</td>\n",
       "      <td>123.939</td>\n",
       "      <td>LINESTRING (-122.24716 37.82420, -122.24709 37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>53018411</th>\n",
       "      <th>0</th>\n",
       "      <td>196739937</td>\n",
       "      <td>Linda Avenue</td>\n",
       "      <td>tertiary</td>\n",
       "      <td>False</td>\n",
       "      <td>35.185</td>\n",
       "      <td>LINESTRING (-122.24716 37.82420, -122.24712 37...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           osmid          name      highway  oneway   length  \\\n",
       "u        v        key                                                          \n",
       "53017091 53064327 0      6345781   Rose Avenue  residential   False  231.335   \n",
       "         53075599 0      6345781   Rose Avenue  residential   False  121.114   \n",
       "53018397 53097980 0    196739937  Linda Avenue     tertiary   False  104.138   \n",
       "         53018399 0      6327298   Lake Avenue  residential   False  123.939   \n",
       "         53018411 0    196739937  Linda Avenue     tertiary   False   35.185   \n",
       "\n",
       "                                                                geometry  \\\n",
       "u        v        key                                                      \n",
       "53017091 53064327 0    LINESTRING (-122.24760 37.82625, -122.24551 37...   \n",
       "         53075599 0    LINESTRING (-122.24760 37.82625, -122.24770 37...   \n",
       "53018397 53097980 0    LINESTRING (-122.24716 37.82420, -122.24777 37...   \n",
       "         53018399 0    LINESTRING (-122.24716 37.82420, -122.24709 37...   \n",
       "         53018411 0    LINESTRING (-122.24716 37.82420, -122.24712 37...   \n",
       "\n",
       "                      lanes maxspeed bridge junction  \n",
       "u        v        key                                 \n",
       "53017091 53064327 0     NaN      NaN    NaN      NaN  \n",
       "         53075599 0     NaN      NaN    NaN      NaN  \n",
       "53018397 53097980 0     NaN      NaN    NaN      NaN  \n",
       "         53018399 0     NaN      NaN    NaN      NaN  \n",
       "         53018411 0     NaN      NaN    NaN      NaN  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gdf_edges.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can create a graph from node/edge GeoDataFrames, as long as gdf_nodes is indexed by osmid and gdf_edges is multi-indexed by u, v, key (following normal MultiDiGraph structure). This allows you to load graph node/edge shapefiles or GeoPackage layers as GeoDataFrames then convert to a MultiDiGraph for graph analytics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert node/edge GeoPandas GeoDataFrames to a NetworkX MultiDiGraph\n",
    "G2 = ox.graph_from_gdfs(gdf_nodes, gdf_edges, graph_attrs=G.graph)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic street network stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4215167.729117523"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# what sized area does our network cover in square meters?\n",
    "G_proj = ox.project_graph(G)\n",
    "nodes_proj = ox.graph_to_gdfs(G_proj, edges=False)\n",
    "graph_area_m = nodes_proj.unary_union.convex_hull.area\n",
    "graph_area_m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'n': 342,\n",
       " 'm': 926,\n",
       " 'k_avg': 5.415204678362573,\n",
       " 'intersection_count': 309,\n",
       " 'streets_per_node_avg': 2.9590643274853803,\n",
       " 'streets_per_node_counts': {0: 0, 1: 33, 2: 0, 3: 260, 4: 47, 5: 1, 6: 1},\n",
       " 'streets_per_node_proportion': {0: 0.0,\n",
       "  1: 0.09649122807017543,\n",
       "  2: 0.0,\n",
       "  3: 0.7602339181286549,\n",
       "  4: 0.13742690058479531,\n",
       "  5: 0.0029239766081871343,\n",
       "  6: 0.0029239766081871343},\n",
       " 'edge_length_total': 113191.60299999993,\n",
       " 'edge_length_avg': 122.2371522678185,\n",
       " 'street_length_total': 58445.19200000005,\n",
       " 'street_length_avg': 121.25558506224075,\n",
       " 'street_segments_count': 482,\n",
       " 'node_density_km': 81.13556137696098,\n",
       " 'intersection_density_km': 73.30669141953491,\n",
       " 'edge_density_km': 26853.40424726051,\n",
       " 'street_density_km': 13865.448721357521,\n",
       " 'circuity_avg': 1.1135285047573344,\n",
       " 'self_loop_proportion': 0.0064794816414686825,\n",
       " 'clean_intersection_count': 269,\n",
       " 'clean_intersection_density_km': 63.8171520772003}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# show some basic stats about the network\n",
    "ox.basic_stats(G_proj, area=graph_area_m, clean_intersects=True, circuity_dist='euclidean')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "stats documentation: https://osmnx.readthedocs.io/en/stable/osmnx.html#module-osmnx.stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "avg_neighbor_degree\n",
      "avg_neighbor_degree_avg\n",
      "avg_weighted_neighbor_degree\n",
      "avg_weighted_neighbor_degree_avg\n",
      "betweenness_centrality\n",
      "betweenness_centrality_avg\n",
      "center\n",
      "closeness_centrality\n",
      "closeness_centrality_avg\n",
      "clustering_coefficient\n",
      "clustering_coefficient_avg\n",
      "clustering_coefficient_weighted\n",
      "clustering_coefficient_weighted_avg\n",
      "degree_centrality\n",
      "degree_centrality_avg\n",
      "diameter\n",
      "eccentricity\n",
      "pagerank\n",
      "pagerank_max\n",
      "pagerank_max_node\n",
      "pagerank_min\n",
      "pagerank_min_node\n",
      "periphery\n",
      "radius\n"
     ]
    }
   ],
   "source": [
    "# see more stats (mostly topological stuff) with extended_stats\n",
    "more_stats = ox.extended_stats(G, ecc=True, bc=True, cc=True) #use arguments to turn other toplogical analyses on/off\n",
    "for key in sorted(more_stats.keys()):\n",
    "    print(key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2507.464"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "more_stats['radius']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The radius (i.e., minimum eccentricity) of this street network is approximately 2.5 kilometers."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save graph to disk as geopackage (for GIS) or graphml file (for gephi etc)\n",
    "ox.save_graph_geopackage(G, filepath='./data/mynetwork.gpkg')\n",
    "ox.save_graphml(G, filepath='./data/mynetwork.graphml')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize street centrality\n",
    "\n",
    "Here we plot the street network and color its edges (streets) by their relative closeness centrality."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert graph to line graph so edges become nodes and vice versa\n",
    "edge_centrality = nx.closeness_centrality(nx.line_graph(G))\n",
    "nx.set_edge_attributes(G, edge_centrality, 'edge_centrality')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# color edges in original graph with closeness centralities from line graph\n",
    "ec = ox.plot.get_edge_colors_by_attr(G, 'edge_centrality', cmap='inferno')\n",
    "fig, ax = ox.plot_graph(G, edge_color=ec, edge_linewidth=2, node_size=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Routing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# impute missing edge speeds then calculate edge travel times\n",
    "G = ox.add_edge_speeds(G)\n",
    "G = ox.add_edge_travel_times(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the nearest network nodes to two lat/lng points\n",
    "orig = ox.get_nearest_node(G, (37.828903, -122.245846))\n",
    "dest = ox.get_nearest_node(G, (37.812303, -122.215006))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# find the shortest path between these nodes, minimizing travel time, then plot it\n",
    "route = ox.shortest_path(G, orig, dest, weight='travel_time')\n",
    "fig, ax = ox.plot_graph_route(G, route, node_size=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4789.3460000000005"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# how long is our route in meters?\n",
    "edge_lengths = ox.utils_graph.get_route_edge_attributes(G, route, 'length')\n",
    "sum(edge_lengths)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3123.7985450057035"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# how far is it between these two nodes as the crow flies (haversine)?\n",
    "ox.distance.great_circle_vec(G.nodes[orig]['y'], G.nodes[orig]['x'],\n",
    "                             G.nodes[dest]['y'], G.nodes[dest]['x'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# add elevation to nodes automatically, calculate edge grades, plot network\n",
    "# you need a google elevation api key to run this cell!\n",
    "from keys import google_elevation_api_key\n",
    "G = ox.add_node_elevations(G, api_key=google_elevation_api_key)\n",
    "G = ox.add_edge_grades(G)\n",
    "nc = ox.plot.get_node_colors_by_attr(G, 'elevation', cmap='plasma')\n",
    "fig, ax = ox.plot_graph(G, node_color=nc, node_size=20, edge_linewidth=2, edge_color='#333')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nodes are colored from lowest elevation (dark blue) to highest (bright yellow).\n",
    "\n",
    "Example: create [elevation-based](12-node-elevations-edge-grades.ipynb) impedance functions to route around hills."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get networks other ways\n",
    "\n",
    "make queries less ambiguous to help the geocoder out, if it's not finding what you're looking for"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# you can make query an unambiguous dict to help the geocoder find it\n",
    "place = {'city'   : 'San Francisco',\n",
    "         'state'  : 'California',\n",
    "         'country': 'USA'}\n",
    "G = ox.graph_from_place(place, network_type='drive', truncate_by_edge=True)\n",
    "fig, ax = ox.plot_graph(G, figsize=(10, 10), node_size=0, edge_color='y', edge_linewidth=0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# you can get networks anywhere in the world\n",
    "G = ox.graph_from_place('Sinalunga, Italy', network_type='all')\n",
    "fig, ax = ox.plot_graph(G, node_size=0, edge_linewidth=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# or get network by address, coordinates, bounding box, or any custom polygon\n",
    "# ...useful when OSM just doesn't already have a polygon for the place you want\n",
    "wurster_hall = (37.870605, -122.254830)\n",
    "one_mile = 1609 #meters\n",
    "G = ox.graph_from_point(wurster_hall, dist=one_mile, network_type='drive')\n",
    "fig, ax = ox.plot_graph(G, node_size=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Examples of [getting networks](01-overview-osmnx.ipynb) by coordinates, bounding box, or any custom polygon shape."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get other networked infrastructure types\n",
    "\n",
    "...like rail or electric grids or even the canals of Venice and Amsterdam, using the `custom_filter` parameter: [see more examples](08-custom-filters-infrastructure.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get NY subway rail network\n",
    "G = ox.graph_from_place('New York City, New York',\n",
    "                        retain_all=False, truncate_by_edge=True, simplify=True,\n",
    "                        custom_filter='[\"railway\"~\"subway\"]')\n",
    "\n",
    "fig, ax = ox.plot_graph(G, node_size=0, edge_color='w', edge_linewidth=0.2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get any geospatial entities' geometries and attributes\n",
    "\n",
    "Use the `geometries` module to download entities, such as local amenities, points of interest, or building footprints, and turn them into a GeoDataFrame: [see docs](https://osmnx.readthedocs.io/en/stable/osmnx.html#module-osmnx.geometries). For more usage examples of downloading geospatial objects from OSM, see [this notebook](16-download-osm-geospatial-entities.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(50, 45)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get all building footprints in some neighborhood\n",
    "place = 'Bunker Hill, Los Angeles, California'\n",
    "tags = {'building': True}\n",
    "gdf = ox.geometries_from_place(place, tags)\n",
    "gdf.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 216x216 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = ox.plot_footprints(gdf, figsize=(3, 3))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "See the other notebooks for more examples of visualization with OSMnx."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(20, 21)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get all parks and bus stops in some neighborhood\n",
    "tags = {'leisure': 'park',\n",
    "        'highway': 'bus_stop'}\n",
    "gdf = ox.geometries_from_place(place, tags)\n",
    "gdf.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (ox)",
   "language": "python",
   "name": "ox"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
